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Necessity of establishing an open source military R&D platform to promote AI development in defense 建立开源军事研发平台以促进国防领域人工智能发展的必要性
Pub Date : 2022-12-31 DOI: 10.37944/jams.v5i3.177
Sanggeun Lee, Sang-Phil Jang
Nations with advanced military capabilities are now focusing on developing AI algorithms for weapon system intellectualization development to retain their dominance. However, such endeavors are expensive in terms of time, effort, and resources, so it is necessary to develop it using open source to expand sharing and cooperation with industry–academic–government research and development collaboration. This study is aimed at elaborating the need for adoption of it and suggesting future implementation and improvement of open source SW in military despite the negative impact of security vulnerabilities when applied to the military weapon system. For this, the present study was design to investigate the benefit (intercommunity and cooperation) and harm (military sovereignty and technology vulnerability) of this open source platform through analysis of domestic and international case with defense area. The results of the study indicate that establishing an appropriate platform can help secure military sovereignty and prevent technology subordination, increase the efficiency of AI R&D, ensure collaboration and connectivity between weapons systems, and strengthen software security.
拥有先进军事能力的国家目前正集中精力开发用于武器系统智能化开发的人工智能算法,以保持其主导地位。然而,这种努力在时间、精力和资源方面都是昂贵的,因此有必要利用开放源代码进行开发,以扩大产学官研发合作的共享与合作。本研究旨在阐述采用开放源码软件的必要性,并提出未来在军事领域实施和改进开放源码软件的建议,尽管在应用于军事武器系统时存在安全漏洞的负面影响。为此,本研究旨在通过对国防领域的国内外案例进行分析,探究开放源码平台的利弊(社区间交流与合作)。研究结果表明,建立适当的平台有助于确保军事主权和防止技术从属性,提高人工智能研发效率,确保武器系统之间的协作和连接,并加强软件安全。
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引用次数: 0
The Defense Industry corporation for the advancement in research and development on military hardware and warfare of army in Nigeria 国防工业公司在尼日利亚的军事硬件和军队战争的研究和发展的进步
Pub Date : 2022-12-31 DOI: 10.37944/jams.v5i3.161
Kayode Sunday John Dada, J. Akila, Suleiman Usman Omeiza
The armed forces generally signify national pride, strength, valor, resilience, and power as they perform the tasks of securing land and border and protecting the citizenry from external aggressors. The attributes required for this range from patriotism, tact, discipline, and selflessness in service to the nation. However, the task also requires modernized military hardware and equipment to secure national interest, promote the rule of law, and fight insecurity, insurgency, and banditry. In a bid to address security challenges and the shortfall in the supply of basic raw materials for the manufacture of military hardware and armaments, the Defence Industries Corporation of Nigeria (DICON) has partnered with the Raw Materials Research and Development Council for the supply of basic raw materials to meet the growing needs of the military. A survey methodology has been employed in this study to assess the role of DICON in the promotion of defense research and development. The data collected were analyzed using a decision mean of 3.00. The findings reveal that the availability of principal raw materials such as square and angle bars as well as various forms of steel to DICON is insufficient for the fabrication and production of arms and ammunition and armored personal carriers. This paper recommends the need for a change of orientation through the revitalization of steel companies, which will provide an impetus to the economy, generate job opportunities, and contribute to the nation’s gross domestic product.
武装部队通常象征着民族自豪感、力量、勇气、韧性和力量,因为他们执行保卫土地和边界的任务,保护公民免受外部侵略者的侵害。这些品质包括爱国主义、机智、纪律和为国家服务的无私精神。然而,这项任务也需要现代化的军事硬件和装备,以确保国家利益,促进法治,打击不安全,叛乱和土匪。为了解决安全挑战和制造军事硬件和武器的基本原材料供应短缺的问题,尼日利亚国防工业公司(DICON)与原材料研究和发展委员会合作,供应基本原材料,以满足军队日益增长的需求。本研究采用了一种调查方法来评估DICON在促进国防研究和发展方面的作用。收集的数据采用决策平均值3.00进行分析。调查结果显示,DICON的主要原材料,如方钢和角钢以及各种型钢,不足以制造和生产武器和弹药以及装甲个人运输车。本文建议需要通过振兴钢铁公司来改变方向,这将为经济提供动力,创造就业机会,并为国家的国内生产总值做出贡献。
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引用次数: 0
The role of physical fitness training programs in improving armed personnel’s tactical and combat readiness to secure land and borders 体能训练在提高武装人员战备战备能力、保卫国土边境中的作用
Pub Date : 2022-09-07 DOI: 10.37944/jams.v5i2.160
J. Akila, Kayode Sunday John Dada, Suleiman Usman Omeiza
Physical fitness is a fundamental tool for an effective soldier to maintain vigor, alertness, and stamina in operations, and in the performance of all assigned duties in tackling insurgency and insecurity across the nation. Through a review of past studies, this paper highlights the importance of physical fitness of soldiers for combat missions, and its efficacy in ensuring their combat readiness. It also highlights the role of commanders in ensuring that soldiers adhere to standardized physical training fitness programs. This paper concludes by recommending the importance of commanders, physical instructors, tactical unit leaders, coaches, and trainers in soldiers attaining the required physical professional standards in discharging their duties during missions and combat.
身体健康是一名有效的士兵在作战中保持活力、警觉性和耐力的基本工具,也是在全国范围内处理叛乱和不安全局势的任务中执行所有指定任务的基本工具。本文通过对以往研究的回顾,强调了作战任务中士兵身体素质的重要性,以及它对保证作战准备的有效性。它还强调了指挥官在确保士兵遵守标准化体育训练健身计划方面的作用。最后,本文提出了指挥官、体能教官、战术单位领导、教练员和训练员在士兵执行任务和战斗任务时达到所需的体能专业标准的重要性。
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引用次数: 0
Development of standard loss analysis model using big data 利用大数据开发标准损失分析模型
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.158
Seungho Lee, Chang-Mok Lim, Chahwa Lee, Y. Cho, Jaeoh Kim
The Republic of Korea Army conducts simulations during peacetime using ground operation resource requirements analysis model (GORRAM) to determine potential losses when at war based on the latest operation plan. Although war-game simulation can yield reliable results, it takes considerable amount of time and effort to build a database and generate scenarios. Therefore, a study is required to supplement the detailed war-game simulation method to quickly determine expected losses. Using data built-in GORRAM, we tested the significance of four factors using beta regression analysis. While multiple regression is most commonly used to model the causality, beta regression is a powerful method for modeling response variables in the (0,1) range, such as the loss ratio. We verified that three factors, namely ‘topography’, ‘operational posture’, and ‘friend/foe power ratio’ were related to loss. This study proposes a new method for calculating the expected loss in real-time, overcoming a limitation of existing war-game simulation methods.
韩国陆军在和平时期使用地面作战资源需求分析模型(GORRAM)进行模拟,以根据最新的作战计划确定战争时的潜在损失。虽然战争模拟可以产生可靠的结果,但建立数据库和生成场景需要花费相当多的时间和精力。因此,需要研究补充详细的兵棋模拟方法,以快速确定预期损失。使用内置GORRAM的数据,我们使用beta回归分析检验了四个因素的显著性。虽然多元回归最常用于建立因果关系模型,但β回归是一种强大的方法,可以对(0,1)范围内的响应变量(如损失比)进行建模。我们证实了三个因素,即“地形”、“作战姿势”和“敌我功率比”与损失有关。本文提出了一种实时计算期望损失的新方法,克服了现有战争模拟方法的局限性。
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引用次数: 0
Improvement plan for cost management system of military executive agencies in supply field 供应领域军事执行机构成本管理制度改进方案
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.144
Gakgyu Kim, Hojun Lee, Yongjun Cho, Kyoung-Sop Won
This paper presents an improvement plan for the cost management system of a military executive agency in the supply field. The military introduced an executive agency system to improve the efficiency of defense operations. As of 2022, 18 units, including the land, sea, and air general supply depots, are being operated as military executive agencies. The first step in improving management efficiency is establishing a cost management system. It is necessary to eliminate inefficient processes, redundant or unnecessary work, and cost information is an approach to improve work efficiency. Currently, military executive agencies manage costs based on arbitrary standards set by the cost manager of each institution instead of systematic standards. Consequently, cost management is superficial and has not led to cost reduction. Furthermore, because the cost management standards are inconsistent, it is impossible to use them for comparing and analyzing the cost information of each institution. In particular, it is recommended that cost information be synthesized and utilized without data omission by establishing a common standard according to the guidelines for calculating corporate logistics costs announced by the Ministry of Land, Infrastructure, and Transport and using the national defense-integrated financial information system. Finally, the application of data-based analytical procedures can improve the efficiency of military operating agencies by identifying abnormal areas and eliminating inefficient processes.
本文提出了某军事执行机构在供应领域的成本管理体系的改进方案。为了提高国防作战效率,军队引进了执行机构制度。截至2022年,陆海空总补给库等18个单位作为军事执行机关运作。提高管理效率的第一步是建立成本管理制度。必须消除效率低下的流程、冗余或不必要的工作,成本信息是提高工作效率的一种途径。目前,军队执行机构的成本管理是根据各机构成本管理人员制定的任意标准,而不是系统的标准。因此,成本管理是肤浅的,并没有导致成本的降低。此外,由于成本管理标准不一致,不可能用它们来比较和分析各单位的成本信息。特别是,建议根据国土交通部公布的《企业物流费用计算指南》和国防综合金融信息系统,建立统一的标准,综合利用费用信息,不遗漏数据。最后,应用基于数据的分析程序可以通过识别异常区域和消除低效流程来提高军事作战机构的效率。
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引用次数: 0
North Korea’s nuclear use scenario 朝鲜使用核武器的情景
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.152
Jangho Park, Jisoo Park
This paper analyzes the most challenging nuclear use scenario while leaving all possibilities open to using nuclear weapons and verifying North Korea’s possibility of using nuclear weapons. Until now, research on North Korea’s nuclear use scenario has been academically unsystematic, has lacked empirical examples, included cynical attitudes toward nuclear weapons, and has been based on analytical techniques containing limitations. Accordingly, this paper intends to suggest strategic implications for the existing North Korean nuclear threat by presenting the most challenging nuclear use scenario, which has not been covered in previous studies, using the “Nuclear War Potential Model” and “Impact-Uncertainty Grid.”
本文分析了最具挑战性的核使用情景,同时保留了使用核武器的所有可能性,并验证了朝鲜使用核武器的可能性。到目前为止,对朝鲜核使用情景的研究在学术上缺乏系统,缺乏经验例子,对核武器持怀疑态度,并且基于具有局限性的分析技术。因此,本文打算通过使用“核战争潜力模型”和“影响-不确定性网格”,展示最具挑战性的核使用情景,从而提出对现有朝鲜核威胁的战略影响,这在以前的研究中没有涉及。
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引用次数: 0
Analysis of Text Mining Keyword Issues for Defense Drone on Social Network 基于社交网络的国防无人机文本挖掘关键字问题分析
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.147
Ugsun Hwang
Research on weapon systems has been conducted, and defense drones have been developed. However, few analyses that identify the needs of the general public have been conducted. The purpose of this study is to analyze the issues of interest in social networks regarding defense drones and extract keywords for activation. In this study, big data analysis tools such as Textom, Ucinet6, and NetDraw were used. The results of the keyword frequency analysis, centrality analysis, and CONCOR analysis showed that public information regarding social networks expressed keywords in defense drones, such as Defense Daily, News, Enterprise, Defense Science Research Institute, University, Hydrogen Battery, Army, Air Force, Urban Transportation, Fire, Regional, Enterprise, and Research. It is necessary to revitalize media publicity in developing cooperative technologies by companies, universities, the National Defense Research Institute, urban transportation, and firefighting, using army and air force drones, and developing future hydrogen batteries. In addition, issues of interest were observed for contents, such as applications in the United States, Israel, North Korea, Iran, and Afghanistan, and fostering university education. There is a need to present a case for the actual military use of defense drones and train the department of defense drones at universities.
开展武器系统研究,研制防御无人机。但是,很少进行确定一般公众需要的分析。本研究的目的是分析关于国防无人机的社交网络中的兴趣问题,并提取关键字进行激活。本研究使用了texttom、Ucinet6、NetDraw等大数据分析工具。关键词频次分析、中心性分析和CONCOR分析结果显示,社交网络公开信息中,国防日报、新闻、企业、国防科研院、大学、氢电池、陆军、空军、城市交通、消防、区域、企业、科研等关键词均与国防无人机相关。在企业、大学、国防研究院、城市交通、消防等领域开发合作技术、使用陆空军无人机、开发未来氢电池等方面,有必要活跃媒体宣传。此外,还观察了内容方面的问题,如在美国、以色列、北韩、伊朗和阿富汗的应用程序,以及促进大学教育。有必要为国防无人机的实际军事用途提出一个案例,并在大学里培训国防无人机部门。
{"title":"Analysis of Text Mining Keyword Issues for Defense Drone on Social Network","authors":"Ugsun Hwang","doi":"10.37944/jams.v5i2.147","DOIUrl":"https://doi.org/10.37944/jams.v5i2.147","url":null,"abstract":"Research on weapon systems has been conducted, and defense drones have been developed. However, few analyses that identify the needs of the general public have been conducted. The purpose of this study is to analyze the issues of interest in social networks regarding defense drones and extract keywords for activation. In this study, big data analysis tools such as Textom, Ucinet6, and NetDraw were used. The results of the keyword frequency analysis, centrality analysis, and CONCOR analysis showed that public information regarding social networks expressed keywords in defense drones, such as Defense Daily, News, Enterprise, Defense Science Research Institute, University, Hydrogen Battery, Army, Air Force, Urban Transportation, Fire, Regional, Enterprise, and Research. It is necessary to revitalize media publicity in developing cooperative technologies by companies, universities, the National Defense Research Institute, urban transportation, and firefighting, using army and air force drones, and developing future hydrogen batteries. In addition, issues of interest were observed for contents, such as applications in the United States, Israel, North Korea, Iran, and Afghanistan, and fostering university education. There is a need to present a case for the actual military use of defense drones and train the department of defense drones at universities.","PeriodicalId":355992,"journal":{"name":"Journal of Advances in Military Studies","volume":"57 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129466453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The first step toward the success of the Korean risk management framework (KRMF) 韩国风险管理框架(KRMF)成功的第一步
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.151
Jaewook Kim, S. Jeong
The risk management framework (RMF) applied by the United States combines the concepts of information security and risk management in the product development process. This includes the systematic structure of equipment, parts, other construction systems, facilities, and personnel, as well as the related security of cyberspace. This concept has been a concept that has been systematically applied for the completion of information security from the requirement planning stage to the destruction of the weapon system. The RMF, which should be reflected in the project of power enhancement to ensure the perfect performance of the weapons system that our military will use in the future, is unfamiliar to Republic of Korea Army (ROK). RMF is a step-level field that has not yet been based on detailed research and measures in any ROK military, such as the Army, Navy, and Air Force. However, the USFK, which is stationed in the Republic of Korea during peacetime, and the United States’ wartime reinforcement forces [Flexible Deterrence Option (FDO), Force Module Package (FMP), Time Phased Forces Deployment Data (TPFDD)], which are deployed at the request of the CFC Commander in the event of a crisis situation on the Korean peninsula and under the direction of the Joint Chiefs of Staff, are thoroughly prepared for cyber threats by applying the RMF procedure. Therefore, the military should also create and apply the corresponding procedures during combined and joint operations as soon as possible. This study aims to provide a direction for the development of a categorization system, which is the most basic and important step 1 system in the RMF process, and I hope that it will help in the implementation of the Korean Risk Management Framework (KRMF) that should be applied in the future.
美国采用的风险管理框架(RMF)将信息安全和风险管理的概念结合到产品开发过程中。这包括设备、部件、其他建设系统、设施、人员的系统结构,以及网络空间的相关安全。从需求规划阶段到武器系统的销毁,这一概念已经被系统地应用于信息安全的完成。为了确保我军未来使用的武器系统的完美性能,应该体现在力量增强项目中的RMF对韩国军队来说是陌生的。RMF是一个梯级领域,在韩国陆海空三军尚未有详细的研究和措施。但是,平时驻扎在韩国的驻韩美军和联合参谋本部指挥下,在韩半岛发生危机时,应联合司令部司令的要求部署的战时增援部队(灵活遏制方案(FDO)、兵力模块包(FMP)、阶段性兵力部署数据(TPFDD)),通过适用RMF程序,对网络威胁做好了充分的准备。因此,在联合作战和联合作战中,军队也应该尽快建立和应用相应的程序。本研究旨在为分类系统的发展提供方向,这是RMF过程中最基本和最重要的第一步系统,我希望它将有助于未来应用的韩国风险管理框架(KRMF)的实施。
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引用次数: 0
Efficient management agenda for performance-based logistics in fourth industrial revolution 第四次工业革命下绩效物流的高效管理议程
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i2.148
Junghyun Yoon, Tae-Woo Kwon, Kyunghwan Choi
The purpose of this study is to develop an efficient management plan for a performance-based military support project as a weapon system using Fourth Industrial Revolution technology, such as the launch of the Army TIGER Combat Group. According to the Ministry of National Defense, the performance-based military support project plans to expand various ranges and stages. Thus, more detailed management measures that combine value analysis and learning effects are significant. The results of this study are as follows. First, in preparing for the expansion of performance-based military support projects, a plan to use companies under the leadership of the military is proposed preemptively. Second, the performance-based military support application project using ABC analysis and portfolio technology and the scope of application for military service improvement is presented separately. Third, a plan to expand the quantity of maintenance equipment acquired is proposed to improve the agility of exhibition maintenance support. This is expected to stabilize supply to companies and reduce the cost and total cost of ownership for the military. Fourth, by adding qualitative indicators based on quantitative indicators, a system that enables South Korea to actively participate in maintaining equipment operations and relying only on companies. Rather than the vague expectation that performance-based military resources will effectively utilize civilian capabilities and reduce budgets, the military must develop management strategies to maintain its immediate dispatch attitude in wartime to restore resilience and achieve its core goal.
本研究的目的是为使用第四次工业革命技术的基于性能的军事支持项目制定有效的管理计划,例如陆军虎战斗群的启动。据国防部透露,以性能为基础的军事支援事业计划扩大各种范围和阶段。因此,将价值分析与学习效果相结合的更细致的管理措施是非常重要的。本研究的结果如下:首先,在准备扩大以业绩为基础的军事支援事业的过程中,首先提出了利用军队所属企业的方案。其次,分别提出了运用ABC分析和组合技术的基于绩效的军事保障应用项目和军事服务改进的应用范围。第三,提出扩大维修设备购置数量的方案,提高会展维修保障的敏捷性。预计这将稳定公司的供应,并降低军队的成本和总拥有成本。第四,在量化指标的基础上增加定性指标,使韩国能够积极参与维护设备运营,而不仅仅依靠企业。军方必须制定管理战略,在战时保持即时调度的态度,以恢复弹性,实现其核心目标,而不是模糊地期望基于绩效的军事资源将有效利用民用能力并减少预算。
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引用次数: 0
A Study on the Combat Effect and Components of Intangible Combat Force 无形作战力量的作战效果及构成研究
Pub Date : 2022-08-31 DOI: 10.37944/jams.v5i1.150
Jangryul Kim, S. Jeong
The purpose of this study is to numerically derive the combat effect of intangible combat power on the battlefield and to confirm the importance of the components of intangible combat power on the derived combat effect. Nearly half of defense spending is used every year to improve defense capabilities for the construction of tangible combat forces, but the expenditure for the construction of intangible forces is insignificant. The reason why it is passive in building intangible combat power is that tangible combat power can be identified as a numerical value, but the increase or decrease in intangible combat power cannot be identified. This imbalance in the construction of tangible and intangible combat forces is likely to halve the integrated exercise of combat power in an actual battlefield. Therefore, for the construction of balanced combat power, research is urgently required to confirm the importance of quantifying and deriving combat effects on how intangible combat power is exerted in combat. In this study, the combat effect of intangible combat power was analyzed in terms of space, time, and combat power, and the difference in the combat results of computer simulation (Vision 21) under the same conditions as those for KCTC combat training was assumed and compared. The analysis results confirmed that the combat effect of the intangible combat force exerted at the KCTC combat site was 28.7%, which did not exert a combat effect of 71.3%. The importance of the components of the intangible combat force that affect the combat effect of the intangible combat force derived in this way was analyzed using a statistical analysis program applying linear regression analysis. The analysis results confirmed the requirements and priorities of future education and training through complementary needs and rankings according to the importance of the components.
本研究的目的是对战场上无形作战能力的作战效果进行数值推导,并确认无形作战能力的组成部分对所得作战效果的重要性。每年将近一半的国防开支用于提高国防能力,用于有形作战力量建设,但用于无形力量建设的开支微不足道。无形战斗力建设被动的原因在于,有形战斗力可以用数值来识别,而无形战斗力的增减却无法识别。这种有形和无形作战力量建设的不平衡很可能使实际战场上的综合作战能力减半。因此,为了构建均衡的战斗力,迫切需要研究确定无形战斗力在战斗中如何发挥作用,量化和导出战斗力效果的重要性。本研究从空间、时间和战斗力三个方面分析了无形战斗力的作战效果,并对相同条件下计算机仿真(Vision 21)的作战结果与KCTC作战训练的结果进行了假设和比较。分析结果证实,无形作战力量在KCTC作战现场发挥的作战效果为28.7%,未发挥作战效果的为71.3%。运用线性回归分析的统计分析程序,分析了由此导出的无形作战力量各组成部分对其作战效果的影响程度。分析结果通过互补性需求和根据各组成部分的重要性进行排名,确认了未来教育和培训的要求和优先事项。
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引用次数: 0
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Journal of Advances in Military Studies
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